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Chapter and Conference Paper
Generating Video Textures by PPCA and Gaussian Process Dynamical Model
Video texture is a new type of medium which can provide a continuous, infinitely varying stream of video images from a recorded video clip. It can be synthesized by rearranging the order of frames based on the...
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Article
Open AccessSpectral action for Bianchi type-IX cosmological models
A rationality result previously proved for Robertson-Walker metrics is extended to a homogeneous anisotropic cosmological model, namely the Bianchi type-IX minisuperspace. It is shown that the Seeley-de Witt c...
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Chapter and Conference Paper
Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model
Cross-modal retrieval has recently drawn much attention due to the widespread existence of multi-modal data, and it generally involves two challenges: how to model the correlations and how to utilize the class...
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Article
Open AccessModular forms in the spectral action of Bianchi IX gravitational instantons
We prove a modularity property for the heat kernel and the Seeley-deWitt coefficients of the heat kernel expansion for the Dirac-Laplacian on the Bianchi IX gravitational instantons. We prove, via an isospectr...
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Chapter and Conference Paper
Relational Metric Learning with Dual Graph Attention Networks for Social Recommendation
Existing social recommenders typically incorporate all social relations into user preference modeling, while social connections are not always built on common interests. In addition, they often learn a single ...
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Article
Open AccessA new model to identify node importance in complex networks based on DEMATEL method
It is still a hot research topic to identify node importance in complex networks. Recently many methods have been proposed to deal with this problem. However, most of the methods only focus on local or path in...
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Article
Open AccessBioactive nano-selenium antagonizes cobalt nanoparticle-mediated oxidative stress via the Keap1-Nrf2-ARE signaling pathway
At present, no effective treatment exists for the clinical toxicity of cobalt nanoparticles (CoNPs, 30 nm) after metal-on-metal (MOM) artificial joint replacement. As such, a better understanding of the CoNPs-...
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Article
Comprehensive analysis of TCR repertoire of COVID-19 patients in different infected stage
The current pandemic of coronavirus disease 2019 (COVID-19), transmitted person-to-person by the severe acute respiratory syndrome of coronavirus 2 (SARS-CoV-2), poses a threat to global public health.
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Article
Open AccessLigand exchange engineering of FAPbI3 perovskite quantum dots for solar cells
Formamidinium lead triiodide (FAPbI3) perovskite quantum dots (PQDs) show great advantages in photovoltaic applications due to their ideal bandgap energy, high stability and solution processability. The anti-solv...
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Article
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications
Cross-collection topic models extend previous single-collection topic models, such as Latent Dirichlet Allocation (LDA), to multiple collections. The purpose of cross-collection topic modeling is to model docu...
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Article
Open AccessThe impact of SLC10A3 on prognosis and immune microenvironment in colorectal adenocarcinoma
SLC10A3, a gene upregulated in pan-cancer, lacks full understanding regarding its prognostic implications and association with immune infiltration in colorectal cancer (CRC). This study comprehensively analyze...
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Article
Open AccessATP6AP1 as a potential prognostic biomarker in CRC by comprehensive analysis and verification
The role of ATP6AP1 in colorectal cancer (CRC) remains elusive despite its observed upregulation in pan-cancer. Therefore, the current study aimed to assess the clinical significance of ATP6AP1 and its relatio...
